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CIKM
2008
Springer
15 years 8 months ago
An extension of PLSA for document clustering
In this paper we propose an extension of the PLSA model in which an extra latent variable allows the model to cocluster documents and terms simultaneously. We show on three datase...
Young-Min Kim, Jean-François Pessiot, Massi...
ECIR
2004
Springer
15 years 8 months ago
Applying the Divergence from Randomness Approach for Content-Only Search in XML Documents
Content-only retrieval of XML documents deals with the problem of locating the smallest XML elements that satisfy the query. In this paper, we investigate the application of a spec...
Mohammad Abolhassani, Norbert Fuhr
MTA
2007
83views more  MTA 2007»
15 years 6 months ago
A study on multimedia documents behavior: a notion of equivalence
Abstract. In this paper we address the problem of comparing multimedia documents, which can be described according to different reference models. If we consider presentations as c...
Paola Bertolotti, Ombretta Gaggi
CORR
2011
Springer
173views Education» more  CORR 2011»
15 years 1 months ago
Probability Based Clustering for Document and User Properties
Information Retrieval systems can be improved by exploiting context information such as user and document features. This article presents a model based on overlapping probabilistic...
Thomas Mandl, Christa Womser-Hacker
ADBIS
2001
Springer
97views Database» more  ADBIS 2001»
15 years 11 months ago
A Web-Based System for Handling Multidimensional Information through MXML
In this paper we address an issue common in the frame of WWW, namely information entities that present di erent facets under di erent contexts (or worlds). Handling such multifacet...
Manolis Gergatsoulis, Yannis Stavrakas, Dimitris K...